Detailled semantic labeling (2D) result


Name M. Gerke (SVL_full_noCRF)
Affiliation University of Twente, The Netherlands
Abbreviation SVL_3
Strategy (u)nsupervised, (s)upervised, (h)ybrid s


Overall statistics, reference set: full_reference


Number of non processed tiles by this participant: 0
↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.865
0.047
0.054
0.027
0.006
0.000
building
0.085
0.880
0.019
0.015
0.002
0.000
low_veg
0.086
0.030
0.710
0.173
0.001
0.000
tree
0.023
0.011
0.121
0.845
0.000
0.000
car
0.441
0.080
0.039
0.010
0.428
0.001
clutter
0.560
0.287
0.059
0.013
0.074
0.007
Precision/Correctness
0.810
0.899
0.761
0.796
0.632
0.305
Recall/Completeness
0.865
0.880
0.710
0.845
0.428
0.007
F1
0.836
0.889
0.734
0.820
0.510
0.013

Overall accuracy 0.818

Overall statistics, reference set: no_boundary


Number of non processed tiles by this participant: 0
↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.899
0.038
0.042
0.017
0.004
0.000
building
0.078
0.897
0.013
0.011
0.001
0.000
low_veg
0.076
0.022
0.743
0.158
0.001
0.000
tree
0.015
0.007
0.104
0.874
0.000
0.000
car
0.383
0.090
0.034
0.007
0.484
0.002
clutter
0.551
0.305
0.056
0.007
0.074
0.007
Precision/Correctness
0.836
0.923
0.800
0.828
0.653
0.334
Recall/Completeness
0.899
0.897
0.743
0.874
0.484
0.007
F1
0.866
0.910
0.770
0.850
0.556
0.014

Overall accuracy 0.848
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9036
0.0225
0.0424
0.0267
0.0044
0.0003
building
0.0359
0.9347
0.0195
0.0090
0.0009
0.0000
low_veg
0.1268
0.0279
0.6796
0.1642
0.0015
0.0000
tree
0.0310
0.0184
0.1153
0.8351
0.0001
0.0001
car
0.5682
0.0296
0.0217
0.0072
0.3733
0.0000
clutter
0.9452
0.0065
0.0013
0.0330
0.0000
0.0139
Precision/Correctness
0.755
0.924
0.791
0.806
0.774
0.677
Recall/Completeness
0.904
0.935
0.680
0.835
0.373
0.014
F1
0.823
0.929
0.731
0.820
0.504
0.027

Overall accuracy 0.815

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9385
0.0157
0.0277
0.0147
0.0030
0.0003
building
0.0282
0.9530
0.0135
0.0044
0.0008
0.0000
low_veg
0.1146
0.0185
0.7098
0.1557
0.0013
0.0000
tree
0.0208
0.0149
0.1000
0.8643
0.0000
0.0001
car
0.5075
0.0320
0.0224
0.0046
0.4334
0.0000
clutter
0.9654
0.0067
0.0005
0.0139
0.0000
0.0135
Precision/Correctness
0.782
0.947
0.828
0.836
0.805
0.730
Recall/Completeness
0.939
0.953
0.710
0.864
0.433
0.014
F1
0.853
0.950
0.765
0.850
0.563
0.027

Overall accuracy 0.845

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area4_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8388
0.1272
0.0151
0.0121
0.0060
0.0009
building
0.0579
0.9273
0.0082
0.0058
0.0008
0.0001
low_veg
0.2239
0.0951
0.3907
0.2853
0.0049
0.0000
tree
0.0497
0.0255
0.0636
0.8611
0.0001
0.0000
car
0.5836
0.0822
0.0127
0.0040
0.3176
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.821
0.922
0.587
0.679
0.657
--
Recall/Completeness
0.839
0.927
0.391
0.861
0.318
--
F1
0.830
0.925
0.469
0.759
0.428
--

Overall accuracy 0.863

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8788
0.0973
0.0113
0.0073
0.0044
0.0009
building
0.0497
0.9391
0.0068
0.0036
0.0007
0.0000
low_veg
0.2095
0.0718
0.4175
0.2981
0.0030
0.0000
tree
0.0293
0.0175
0.0539
0.8993
0.0000
0.0000
car
0.5452
0.0838
0.0106
0.0022
0.3582
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.848
0.945
0.629
0.723
0.689
--
Recall/Completeness
0.879
0.939
0.418
0.899
0.358
--
F1
0.863
0.942
0.502
0.801
0.471
--

Overall accuracy 0.891

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area6_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8479
0.0828
0.0408
0.0191
0.0095
0.0000
building
0.0449
0.9203
0.0200
0.0137
0.0010
0.0000
low_veg
0.0936
0.0463
0.6182
0.2410
0.0010
0.0000
tree
0.0151
0.0080
0.0745
0.9022
0.0001
0.0000
car
0.4306
0.0656
0.0274
0.0052
0.4713
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.856
0.912
0.629
0.881
0.726
--
Recall/Completeness
0.848
0.920
0.618
0.902
0.471
--
F1
0.852
0.916
0.623
0.891
0.572
--

Overall accuracy 0.857

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8914
0.0632
0.0287
0.0098
0.0069
0.0000
building
0.0379
0.9370
0.0156
0.0090
0.0006
0.0000
low_veg
0.0807
0.0346
0.6565
0.2276
0.0006
0.0000
tree
0.0074
0.0042
0.0620
0.9264
0.0001
0.0000
car
0.3688
0.0612
0.0251
0.0039
0.5410
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.890
0.938
0.672
0.909
0.769
--
Recall/Completeness
0.891
0.937
0.657
0.926
0.541
--
F1
0.890
0.938
0.664
0.917
0.635
--

Overall accuracy 0.890

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area8_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8547
0.0667
0.0479
0.0252
0.0054
0.0001
building
0.0375
0.9367
0.0132
0.0121
0.0005
0.0000
low_veg
0.0890
0.0222
0.8072
0.0801
0.0014
0.0000
tree
0.0229
0.0127
0.0977
0.8666
0.0001
0.0001
car
0.4244
0.0577
0.0402
0.0085
0.4693
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.874
0.881
0.790
0.886
0.791
--
Recall/Completeness
0.855
0.937
0.807
0.867
0.469
--
F1
0.864
0.908
0.799
0.876
0.589
--

Overall accuracy 0.861

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8893
0.0581
0.0350
0.0141
0.0034
0.0001
building
0.0283
0.9559
0.0077
0.0077
0.0003
0.0000
low_veg
0.0750
0.0134
0.8439
0.0666
0.0011
0.0000
tree
0.0124
0.0081
0.0805
0.8989
0.0000
0.0001
car
0.3629
0.0620
0.0327
0.0073
0.5350
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.906
0.907
0.834
0.918
0.836
--
Recall/Completeness
0.889
0.956
0.844
0.899
0.535
--
F1
0.897
0.931
0.839
0.908
0.652
--

Overall accuracy 0.894

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area10_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8257
0.0846
0.0546
0.0306
0.0042
0.0004
building
0.0279
0.9354
0.0165
0.0183
0.0016
0.0003
low_veg
0.1051
0.0394
0.6716
0.1829
0.0010
0.0000
tree
0.0168
0.0133
0.1064
0.8630
0.0001
0.0004
car
0.4648
0.0478
0.0447
0.0041
0.4386
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.907
0.841
0.717
0.787
0.591
--
Recall/Completeness
0.826
0.935
0.672
0.863
0.439
--
F1
0.864
0.886
0.694
0.823
0.504
--

Overall accuracy 0.829

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area10_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8640
0.0701
0.0444
0.0183
0.0031
0.0003
building
0.0233
0.9503
0.0116
0.0134
0.0012
0.0002
low_veg
0.1024
0.0288
0.7115
0.1563
0.0010
0.0000
tree
0.0108
0.0086
0.0841
0.8962
0.0000
0.0003
car
0.4221
0.0472
0.0463
0.0014
0.4830
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.924
0.872
0.765
0.830
0.609
--
Recall/Completeness
0.864
0.950
0.711
0.896
0.483
--
F1
0.893
0.909
0.737
0.862
0.539
--

Overall accuracy 0.863

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8332
0.0246
0.0887
0.0461
0.0073
0.0000
building
0.1815
0.7809
0.0194
0.0160
0.0022
0.0000
low_veg
0.0760
0.0332
0.6384
0.2502
0.0015
0.0007
tree
0.0147
0.0062
0.1348
0.8442
0.0001
0.0000
car
0.3946
0.0658
0.0416
0.0022
0.4777
0.0180
clutter
--
--
--
--
--
--
Precision/Correctness
0.649
0.904
0.736
0.792
0.553
--
Recall/Completeness
0.833
0.781
0.638
0.844
0.478
--
F1
0.729
0.838
0.684
0.817
0.513
--

Overall accuracy 0.769

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area12_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8682
0.0210
0.0749
0.0303
0.0055
0.0000
building
0.1871
0.7887
0.0139
0.0079
0.0024
0.0000
low_veg
0.0747
0.0248
0.6687
0.2295
0.0015
0.0008
tree
0.0100
0.0034
0.1206
0.8659
0.0001
0.0000
car
0.3163
0.0894
0.0431
0.0001
0.5276
0.0235
clutter
--
--
--
--
--
--
Precision/Correctness
0.665
0.929
0.764
0.819
0.535
--
Recall/Completeness
0.868
0.789
0.669
0.866
0.528
--
F1
0.753
0.853
0.713
0.842
0.531
--

Overall accuracy 0.794

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area14_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8338
0.0356
0.0795
0.0479
0.0033
0.0000
building
0.0420
0.9084
0.0324
0.0163
0.0009
0.0000
low_veg
0.1075
0.0540
0.6561
0.1814
0.0009
0.0000
tree
0.0347
0.0129
0.1548
0.7976
0.0000
0.0000
car
0.3528
0.0017
0.0055
0.0055
0.6345
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.802
0.859
0.688
0.817
0.594
--
Recall/Completeness
0.834
0.908
0.656
0.798
0.634
--
F1
0.817
0.883
0.671
0.807
0.613
--

Overall accuracy 0.789

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area14_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8593
0.0308
0.0709
0.0365
0.0025
0.0000
building
0.0330
0.9333
0.0226
0.0105
0.0007
0.0000
low_veg
0.1026
0.0421
0.6842
0.1702
0.0008
0.0000
tree
0.0276
0.0079
0.1441
0.8204
0.0000
0.0001
car
0.2684
0.0022
0.0027
0.0006
0.7261
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.830
0.889
0.711
0.840
0.616
--
Recall/Completeness
0.859
0.933
0.684
0.820
0.726
--
F1
0.844
0.911
0.697
0.830
0.666
--

Overall accuracy 0.815

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7758
0.0320
0.1143
0.0722
0.0056
0.0002
building
0.0426
0.9101
0.0233
0.0231
0.0010
0.0000
low_veg
0.0402
0.0155
0.7269
0.2147
0.0019
0.0007
tree
0.0247
0.0067
0.1410
0.8274
0.0001
0.0000
car
0.1808
0.0073
0.0458
0.0411
0.6973
0.0276
clutter
--
--
--
--
--
--
Precision/Correctness
0.805
0.931
0.745
0.793
0.487
--
Recall/Completeness
0.776
0.910
0.727
0.827
0.697
--
F1
0.790
0.920
0.736
0.810
0.574
--

Overall accuracy 0.804

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8159
0.0275
0.1008
0.0513
0.0043
0.0001
building
0.0375
0.9346
0.0146
0.0125
0.0008
0.0000
low_veg
0.0365
0.0100
0.7480
0.2027
0.0020
0.0008
tree
0.0186
0.0038
0.1279
0.8496
0.0001
0.0000
car
0.1014
0.0028
0.0368
0.0378
0.7885
0.0328
clutter
--
--
--
--
--
--
Precision/Correctness
0.834
0.952
0.774
0.816
0.471
--
Recall/Completeness
0.816
0.935
0.748
0.850
0.789
--
F1
0.825
0.943
0.761
0.833
0.590
--

Overall accuracy 0.829

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7714
0.0444
0.1272
0.0535
0.0036
0.0000
building
0.0146
0.9393
0.0193
0.0267
0.0000
0.0001
low_veg
0.0682
0.0213
0.6793
0.2295
0.0018
0.0000
tree
0.0098
0.0029
0.0818
0.9055
0.0000
0.0000
car
0.3333
0.0650
0.0330
0.0150
0.5538
0.0000
clutter
0.2706
0.6313
0.0911
0.0053
0.0010
0.0007
Precision/Correctness
0.846
0.829
0.669
0.862
0.674
0.623
Recall/Completeness
0.771
0.939
0.679
0.905
0.554
0.001
F1
0.807
0.881
0.674
0.883
0.608
0.001

Overall accuracy 0.814

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8060
0.0369
0.1193
0.0353
0.0024
0.0000
building
0.0107
0.9562
0.0146
0.0186
0.0000
0.0000
low_veg
0.0632
0.0132
0.7189
0.2027
0.0018
0.0000
tree
0.0056
0.0016
0.0697
0.9230
0.0000
0.0000
car
0.2756
0.0677
0.0137
0.0077
0.6353
0.0000
clutter
0.2647
0.6521
0.0814
0.0010
0.0008
0.0000
Precision/Correctness
0.870
0.845
0.696
0.890
0.688
1.000
Recall/Completeness
0.806
0.956
0.719
0.923
0.635
0.000
F1
0.837
0.897
0.708
0.906
0.661
0.000

Overall accuracy 0.840

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area22_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8502
0.0353
0.0608
0.0488
0.0049
0.0000
building
0.0596
0.9090
0.0174
0.0138
0.0002
0.0000
low_veg
0.1194
0.0427
0.6379
0.1991
0.0009
0.0000
tree
0.0218
0.0052
0.0812
0.8915
0.0003
0.0000
car
0.5163
0.0572
0.0320
0.0349
0.3592
0.0004
clutter
--
--
--
--
--
--
Precision/Correctness
0.853
0.880
0.736
0.814
0.679
--
Recall/Completeness
0.850
0.909
0.638
0.891
0.359
--
F1
0.852
0.894
0.683
0.851
0.470
--

Overall accuracy 0.824

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8872
0.0275
0.0502
0.0316
0.0035
0.0000
building
0.0507
0.9320
0.0104
0.0069
0.0000
0.0000
low_veg
0.1172
0.0328
0.6755
0.1736
0.0009
0.0000
tree
0.0117
0.0026
0.0639
0.9217
0.0002
0.0000
car
0.4690
0.0751
0.0291
0.0268
0.3999
0.0002
clutter
--
--
--
--
--
--
Precision/Correctness
0.880
0.910
0.782
0.853
0.706
--
Recall/Completeness
0.887
0.932
0.675
0.922
0.400
--
F1
0.884
0.921
0.725
0.886
0.510
--

Overall accuracy 0.860

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7732
0.0557
0.1171
0.0473
0.0067
0.0000
building
0.0754
0.8729
0.0226
0.0284
0.0007
0.0000
low_veg
0.0414
0.0194
0.8125
0.1260
0.0007
0.0000
tree
0.0194
0.0109
0.1694
0.7999
0.0003
0.0001
car
0.4052
0.0216
0.0116
0.0045
0.5572
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.749
0.897
0.838
0.760
0.592
--
Recall/Completeness
0.773
0.873
0.813
0.800
0.557
--
F1
0.761
0.885
0.825
0.780
0.574
--

Overall accuracy 0.814

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8080
0.0451
0.1068
0.0350
0.0051
0.0000
building
0.0708
0.8877
0.0169
0.0241
0.0005
0.0000
low_veg
0.0382
0.0147
0.8332
0.1133
0.0006
0.0000
tree
0.0146
0.0077
0.1529
0.8245
0.0002
0.0001
car
0.3444
0.0177
0.0040
0.0005
0.6335
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.772
0.921
0.860
0.783
0.599
--
Recall/Completeness
0.808
0.888
0.833
0.825
0.633
--
F1
0.790
0.904
0.846
0.803
0.616
--

Overall accuracy 0.837

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9097
0.0439
0.0238
0.0111
0.0113
0.0003
building
0.0872
0.8830
0.0152
0.0136
0.0010
0.0000
low_veg
0.1375
0.0406
0.6326
0.1882
0.0005
0.0006
tree
0.0188
0.0213
0.0802
0.8795
0.0003
0.0000
car
0.4728
0.0297
0.0179
0.0072
0.4711
0.0013
clutter
0.7068
0.0919
0.1697
0.0028
0.0289
0.0000
Precision/Correctness
0.792
0.924
0.849
0.660
0.787
0.000
Recall/Completeness
0.910
0.883
0.633
0.880
0.471
0.000
F1
0.847
0.903
0.725
0.754
0.589
-nan

Overall accuracy 0.827

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9401
0.0321
0.0155
0.0062
0.0058
0.0003
building
0.0759
0.9032
0.0101
0.0101
0.0007
0.0000
low_veg
0.1225
0.0288
0.6713
0.1765
0.0002
0.0007
tree
0.0104
0.0172
0.0615
0.9108
0.0001
0.0000
car
0.4169
0.0294
0.0158
0.0057
0.5306
0.0016
clutter
0.7238
0.0932
0.1518
0.0004
0.0309
0.0000
Precision/Correctness
0.825
0.948
0.892
0.694
0.856
0.000
Recall/Completeness
0.940
0.903
0.671
0.911
0.531
0.000
F1
0.879
0.925
0.766
0.788
0.655
-nan

Overall accuracy 0.861

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9173
0.0239
0.0358
0.0177
0.0054
0.0000
building
0.0856
0.8907
0.0090
0.0091
0.0051
0.0005
low_veg
0.0708
0.0383
0.6178
0.2726
0.0005
0.0000
tree
0.0104
0.0200
0.0438
0.9259
0.0000
0.0000
car
0.4672
0.0285
0.0424
0.0083
0.4535
0.0000
clutter
0.5747
0.3034
0.0273
0.0192
0.0735
0.0018
Precision/Correctness
0.870
0.898
0.794
0.665
0.507
0.273
Recall/Completeness
0.917
0.891
0.618
0.926
0.454
0.002
F1
0.893
0.895
0.695
0.774
0.479
0.004

Overall accuracy 0.833

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9430
0.0165
0.0259
0.0104
0.0040
0.0000
building
0.0812
0.9036
0.0045
0.0050
0.0051
0.0005
low_veg
0.0562
0.0262
0.6573
0.2601
0.0003
0.0000
tree
0.0053
0.0171
0.0322
0.9454
0.0000
0.0000
car
0.4181
0.0150
0.0384
0.0049
0.5236
0.0000
clutter
0.5694
0.3158
0.0232
0.0115
0.0781
0.0020
Precision/Correctness
0.889
0.923
0.842
0.706
0.500
0.280
Recall/Completeness
0.943
0.904
0.657
0.945
0.524
0.002
F1
0.915
0.913
0.738
0.808
0.512
0.004

Overall accuracy 0.863

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9240
0.0241
0.0265
0.0087
0.0167
0.0000
building
0.3143
0.6624
0.0102
0.0045
0.0081
0.0005
low_veg
0.0586
0.0060
0.8868
0.0473
0.0013
0.0000
tree
0.0375
0.0081
0.1097
0.8442
0.0005
0.0000
car
0.2905
0.2411
0.0441
0.0117
0.4106
0.0020
clutter
0.4142
0.3332
0.1245
0.0132
0.0957
0.0192
Precision/Correctness
0.743
0.855
0.808
0.885
0.548
0.738
Recall/Completeness
0.924
0.662
0.887
0.844
0.411
0.019
F1
0.824
0.746
0.846
0.864
0.470
0.037

Overall accuracy 0.788

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area31_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9469
0.0187
0.0182
0.0042
0.0121
0.0000
building
0.3127
0.6728
0.0054
0.0014
0.0072
0.0005
low_veg
0.0412
0.0041
0.9165
0.0375
0.0008
0.0000
tree
0.0220
0.0052
0.0868
0.8859
0.0001
0.0000
car
0.2340
0.2739
0.0327
0.0083
0.4491
0.0020
clutter
0.3751
0.3742
0.1265
0.0084
0.0932
0.0226
Precision/Correctness
0.759
0.876
0.857
0.922
0.570
0.768
Recall/Completeness
0.947
0.673
0.916
0.886
0.449
0.023
F1
0.842
0.761
0.886
0.904
0.502
0.044

Overall accuracy 0.814

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9451
0.0306
0.0153
0.0052
0.0037
0.0000
building
0.2157
0.7289
0.0068
0.0465
0.0020
0.0001
low_veg
0.0893
0.0292
0.7339
0.1465
0.0011
0.0000
tree
0.0380
0.0331
0.1642
0.7647
0.0000
0.0000
car
0.5221
0.0779
0.0283
0.0046
0.3672
0.0000
clutter
0.5876
0.2306
0.0382
0.0022
0.1413
0.0000
Precision/Correctness
0.754
0.864
0.804
0.677
0.324
0.000
Recall/Completeness
0.945
0.729
0.734
0.765
0.367
0.000
F1
0.839
0.791
0.768
0.718
0.344
-nan

Overall accuracy 0.773

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area33_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9641
0.0231
0.0079
0.0026
0.0023
0.0000
building
0.2138
0.7340
0.0047
0.0455
0.0019
0.0001
low_veg
0.0621
0.0204
0.7628
0.1536
0.0010
0.0000
tree
0.0223
0.0246
0.1503
0.8028
0.0000
0.0000
car
0.4550
0.0876
0.0273
0.0039
0.4262
0.0000
clutter
0.5688
0.2390
0.0394
0.0017
0.1512
0.0000
Precision/Correctness
0.773
0.890
0.839
0.684
0.316
0.000
Recall/Completeness
0.964
0.734
0.763
0.803
0.426
0.000
F1
0.858
0.805
0.799
0.738
0.363
-nan

Overall accuracy 0.794

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area35_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8230
0.0528
0.0854
0.0352
0.0033
0.0004
building
0.0916
0.8711
0.0243
0.0109
0.0019
0.0002
low_veg
0.0924
0.0194
0.6615
0.2255
0.0012
0.0000
tree
0.0376
0.0076
0.1544
0.8003
0.0001
0.0000
car
0.4372
0.0636
0.0519
0.0268
0.4191
0.0014
clutter
--
--
--
--
--
--
Precision/Correctness
0.776
0.919
0.718
0.734
0.659
--
Recall/Completeness
0.823
0.871
0.662
0.800
0.419
--
F1
0.799
0.895
0.689
0.766
0.512
--

Overall accuracy 0.788

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area35_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8749
0.0474
0.0564
0.0187
0.0023
0.0004
building
0.0770
0.9022
0.0147
0.0045
0.0015
0.0001
low_veg
0.0791
0.0132
0.6889
0.2180
0.0009
0.0000
tree
0.0237
0.0039
0.1249
0.8475
0.0000
0.0000
car
0.3673
0.0698
0.0546
0.0204
0.4863
0.0016
clutter
--
--
--
--
--
--
Precision/Correctness
0.816
0.940
0.783
0.765
0.701
--
Recall/Completeness
0.875
0.902
0.689
0.848
0.486
--
F1
0.844
0.921
0.733
0.804
0.574
--

Overall accuracy 0.829

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8583
0.0332
0.0799
0.0238
0.0047
0.0000
building
0.0441
0.8967
0.0391
0.0192
0.0009
0.0000
low_veg
0.0700
0.0276
0.7941
0.1070
0.0013
0.0000
tree
0.0252
0.0092
0.1711
0.7944
0.0001
0.0000
car
0.4103
0.0755
0.1325
0.0119
0.3685
0.0013
clutter
--
--
--
--
--
--
Precision/Correctness
0.853
0.922
0.771
0.790
0.652
--
Recall/Completeness
0.858
0.897
0.794
0.794
0.368
--
F1
0.856
0.909
0.782
0.792
0.471
--

Overall accuracy 0.833

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area38_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8963
0.0295
0.0582
0.0125
0.0035
0.0000
building
0.0336
0.9242
0.0282
0.0133
0.0007
0.0000
low_veg
0.0587
0.0224
0.8266
0.0912
0.0011
0.0000
tree
0.0156
0.0062
0.1452
0.8329
0.0001
0.0000
car
0.3512
0.0897
0.1237
0.0083
0.4262
0.0009
clutter
--
--
--
--
--
--
Precision/Correctness
0.887
0.939
0.816
0.831
0.679
--
Recall/Completeness
0.896
0.924
0.827
0.833
0.426
--
F1
0.892
0.931
0.821
0.832
0.524
--

Overall accuracy 0.869

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image